Running error on hubert-f0 process.

[TenhouYuko]

Loaded hubert.
0%| | 0/32 [1:10:54<?, ?it/s]
Process Process-1:
Traceback (most recent call last):
File "C:\Users\Public\anaconda3\lib\multiprocessing\process.py", line 315, in _bootstrap
self.run()
File "C:\Users\Public\anaconda3\lib\multiprocessing\process.py", line 108, in run
self._target(*self._args, **self.kwargs)
File "C:\Users\Public\Sovits-4.0\preprocess_hubert_f0.py", line 44, in process_batch
process_one(filename, hmodel)
File "C:\Users\Public\Sovits-4.0\preprocess_hubert_f0.py", line 34, in process_one
f0 = utils.compute_f0_dio(wav, sampling_rate=sampling_rate, hop_length=hop_length)
File "C:\Users\Public\Sovits-4.0\utils.py", line 156, in compute_f0_dio
import pyworld
File "C:\Users\Public\anaconda3\lib\site-packages\pyworld_init.py", line 7, in
from .pyworld import *
File "pyworld\pyworld.pyx", line 1, in init pyworld.pyworld
ValueError: numpy.ndarray size changed, may indicate binary incompatibility. Expected 96 from C header, got 88 from PyObject

[Suhail]

Got the same problem

Is there a different version of numpy / pyworld expected than in requirements.txt?

(.venv) ➜  so-vits-svc-4.0-v2 git:(main) ✗ python preprocess_hubert_f0.py
[2]
Loading hubert for content...
load model(s) from hubert/checkpoint_best_legacy_500.pt
INFO:fairseq.tasks.text_to_speech:Please install tensorboardX: pip install tensorboardX
INFO:fairseq.tasks.hubert_pretraining:current directory is /home/ubuntu/workspace/so-vits-svc-4.0-v2
INFO:fairseq.tasks.hubert_pretraining:HubertPretrainingTask Config {'_name': 'hubert_pretraining', 'data': 'metadata', 'fine_tuning': False, 'labels': ['km'], 'label_dir': 'label', 'label_rate': 50.0, 'sample_rate': 16000, 'normalize': False, 'enable_padding': False, 'max_keep_size': None, 'max_sample_size': 250000, 'min_sample_size': 32000, 'single_target': False, 'random_crop': True, 'pad_audio': False}
INFO:fairseq.models.hubert.hubert:HubertModel Config: {'_name': 'hubert', 'label_rate': 50.0, 'extractor_mode': default, 'encoder_layers': 12, 'encoder_embed_dim': 768, 'encoder_ffn_embed_dim': 3072, 'encoder_attention_heads': 12, 'activation_fn': gelu, 'layer_type': transformer, 'dropout': 0.1, 'attention_dropout': 0.1, 'activation_dropout': 0.0, 'encoder_layerdrop': 0.05, 'dropout_input': 0.1, 'dropout_features': 0.1, 'final_dim': 256, 'untie_final_proj': True, 'layer_norm_first': False, 'conv_feature_layers': '[(512,10,5)] + [(512,3,2)] * 4 + [(512,2,2)] * 2', 'conv_bias': False, 'logit_temp': 0.1, 'target_glu': False, 'feature_grad_mult': 0.1, 'mask_length': 10, 'mask_prob': 0.8, 'mask_selection': static, 'mask_other': 0.0, 'no_mask_overlap': False, 'mask_min_space': 1, 'mask_channel_length': 10, 'mask_channel_prob': 0.0, 'mask_channel_selection': static, 'mask_channel_other': 0.0, 'no_mask_channel_overlap': False, 'mask_channel_min_space': 1, 'conv_pos': 128, 'conv_pos_groups': 16, 'latent_temp': [2.0, 0.5, 0.999995], 'skip_masked': False, 'skip_nomask': False, 'checkpoint_activations': False, 'required_seq_len_multiple': 2, 'depthwise_conv_kernel_size': 31, 'attn_type': '', 'pos_enc_type': 'abs', 'fp16': False}
Loaded hubert.
  0%|                                                                                                                                                          | 0/2 [00:08<?, ?it/s]
Process Process-1:
Traceback (most recent call last):
  File "__init__.pxd", line 943, in numpy.import_array
RuntimeError: module compiled against API version 0x10 but this version of numpy is 0xf . Check the section C-API incompatibility at the Troubleshooting ImportError section at https://numpy.org/devdocs/user/troubleshooting-importerror.html#c-api-incompatibility for indications on how to solve this problem .

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "/usr/lib/python3.9/multiprocessing/process.py", line 315, in _bootstrap
    self.run()
  File "/usr/lib/python3.9/multiprocessing/process.py", line 108, in run
    self._target(*self._args, **self._kwargs)
  File "/home/ubuntu/workspace/so-vits-svc-4.0-v2/preprocess_hubert_f0.py", line 44, in process_batch
    process_one(filename, hmodel)
  File "/home/ubuntu/workspace/so-vits-svc-4.0-v2/preprocess_hubert_f0.py", line 34, in process_one
    f0 = utils.compute_f0_dio(wav, sampling_rate=sampling_rate, hop_length=hop_length)
  File "/home/ubuntu/workspace/so-vits-svc-4.0-v2/utils.py", line 156, in compute_f0_dio
    import pyworld
  File "/home/ubuntu/workspace/so-vits-svc-4.0-v2/.venv/lib/python3.9/site-packages/pyworld/__init__.py", line 7, in <module>
    from .pyworld import *
  File "pyworld/pyworld.pyx", line 6, in init pyworld.pyworld
  File "__init__.pxd", line 945, in numpy.import_array
ImportError: numpy.core.multiarray failed to import

[FedeGioz]

Try to downgrade Torch

[jessdy]

Got the same problem

Is there a different version of numpy / pyworld expected than in requirements.txt?

(.venv) ➜  so-vits-svc-4.0-v2 git:(main) ✗ python preprocess_hubert_f0.py
[2]
Loading hubert for content...
load model(s) from hubert/checkpoint_best_legacy_500.pt
INFO:fairseq.tasks.text_to_speech:Please install tensorboardX: pip install tensorboardX
INFO:fairseq.tasks.hubert_pretraining:current directory is /home/ubuntu/workspace/so-vits-svc-4.0-v2
INFO:fairseq.tasks.hubert_pretraining:HubertPretrainingTask Config {'_name': 'hubert_pretraining', 'data': 'metadata', 'fine_tuning': False, 'labels': ['km'], 'label_dir': 'label', 'label_rate': 50.0, 'sample_rate': 16000, 'normalize': False, 'enable_padding': False, 'max_keep_size': None, 'max_sample_size': 250000, 'min_sample_size': 32000, 'single_target': False, 'random_crop': True, 'pad_audio': False}
INFO:fairseq.models.hubert.hubert:HubertModel Config: {'_name': 'hubert', 'label_rate': 50.0, 'extractor_mode': default, 'encoder_layers': 12, 'encoder_embed_dim': 768, 'encoder_ffn_embed_dim': 3072, 'encoder_attention_heads': 12, 'activation_fn': gelu, 'layer_type': transformer, 'dropout': 0.1, 'attention_dropout': 0.1, 'activation_dropout': 0.0, 'encoder_layerdrop': 0.05, 'dropout_input': 0.1, 'dropout_features': 0.1, 'final_dim': 256, 'untie_final_proj': True, 'layer_norm_first': False, 'conv_feature_layers': '[(512,10,5)] + [(512,3,2)] * 4 + [(512,2,2)] * 2', 'conv_bias': False, 'logit_temp': 0.1, 'target_glu': False, 'feature_grad_mult': 0.1, 'mask_length': 10, 'mask_prob': 0.8, 'mask_selection': static, 'mask_other': 0.0, 'no_mask_overlap': False, 'mask_min_space': 1, 'mask_channel_length': 10, 'mask_channel_prob': 0.0, 'mask_channel_selection': static, 'mask_channel_other': 0.0, 'no_mask_channel_overlap': False, 'mask_channel_min_space': 1, 'conv_pos': 128, 'conv_pos_groups': 16, 'latent_temp': [2.0, 0.5, 0.999995], 'skip_masked': False, 'skip_nomask': False, 'checkpoint_activations': False, 'required_seq_len_multiple': 2, 'depthwise_conv_kernel_size': 31, 'attn_type': '', 'pos_enc_type': 'abs', 'fp16': False}
Loaded hubert.
  0%|                                                                                                                                                          | 0/2 [00:08<?, ?it/s]
Process Process-1:
Traceback (most recent call last):
  File "__init__.pxd", line 943, in numpy.import_array
RuntimeError: module compiled against API version 0x10 but this version of numpy is 0xf . Check the section C-API incompatibility at the Troubleshooting ImportError section at https://numpy.org/devdocs/user/troubleshooting-importerror.html#c-api-incompatibility for indications on how to solve this problem .

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "/usr/lib/python3.9/multiprocessing/process.py", line 315, in _bootstrap
    self.run()
  File "/usr/lib/python3.9/multiprocessing/process.py", line 108, in run
    self._target(*self._args, **self._kwargs)
  File "/home/ubuntu/workspace/so-vits-svc-4.0-v2/preprocess_hubert_f0.py", line 44, in process_batch
    process_one(filename, hmodel)
  File "/home/ubuntu/workspace/so-vits-svc-4.0-v2/preprocess_hubert_f0.py", line 34, in process_one
    f0 = utils.compute_f0_dio(wav, sampling_rate=sampling_rate, hop_length=hop_length)
  File "/home/ubuntu/workspace/so-vits-svc-4.0-v2/utils.py", line 156, in compute_f0_dio
    import pyworld
  File "/home/ubuntu/workspace/so-vits-svc-4.0-v2/.venv/lib/python3.9/site-packages/pyworld/__init__.py", line 7, in <module>
    from .pyworld import *
  File "pyworld/pyworld.pyx", line 6, in init pyworld.pyworld
  File "__init__.pxd", line 945, in numpy.import_array
ImportError: numpy.core.multiarray failed to import

pip install numpy==1.23.4

[z-funfan]

Loaded hubert. 0%| | 0/32 [1:10:54<?, ?it/s] Process Process-1: Traceback (most recent call last): File "C:\Users\Public\anaconda3\lib\multiprocessing\process.py", line 315, in _bootstrap self.run() File "C:\Users\Public\anaconda3\lib\multiprocessing\process.py", line 108, in run self._target(*self.args, **self.kwargs) File "C:\Users\Public\Sovits-4.0\preprocess_hubert_f0.py", line 44, in process_batch process_one(filename, hmodel) File "C:\Users\Public\Sovits-4.0\preprocess_hubert_f0.py", line 34, in process_one f0 = utils.compute_f0_dio(wav, sampling_rate=sampling_rate, hop_length=hop_length) File "C:\Users\Public\Sovits-4.0\utils.py", line 156, in compute_f0_dio import pyworld File "C:\Users\Public\anaconda3\lib\site-packages\pyworld__init.py", line 7, in from .pyworld import * File "pyworld\pyworld.pyx", line 1, in init pyworld.pyworld ValueError: numpy.ndarray size changed, may indicate binary incompatibility. Expected 96 from C header, got 88 from PyObject

Mac M1:13.3.1 (22E261)
Python: 3.9.16
numpy: 1.21.0
pyworld: 0.3.2
Exactly the same problem, is there any progress?

[z-funfan]

Loaded hubert. 0%| | 0/32 [1:10:54<?, ?it/s] Process Process-1: Traceback (most recent call last): File "C:\Users\Public\anaconda3\lib\multiprocessing\process.py", line 315, in _bootstrap self.run() File "C:\Users\Public\anaconda3\lib\multiprocessing\process.py", line 108, in run self._target(*self.args, **self.kwargs) File "C:\Users\Public\Sovits-4.0\preprocess_hubert_f0.py", line 44, in process_batch process_one(filename, hmodel) File "C:\Users\Public\Sovits-4.0\preprocess_hubert_f0.py", line 34, in process_one f0 = utils.compute_f0_dio(wav, sampling_rate=sampling_rate, hop_length=hop_length) File "C:\Users\Public\Sovits-4.0\utils.py", line 156, in compute_f0_dio import pyworld File "C:\Users\Public\anaconda3\lib\site-packages\pyworld__init.py", line 7, in from .pyworld import * File "pyworld\pyworld.pyx", line 1, in init pyworld.pyworld ValueError: numpy.ndarray size changed, may indicate binary incompatibility. Expected 96 from C header, got 88 from PyObject

Mac M1:13.3.1 (22E261) Python: 3.9.16 numpy: 1.21.0 pyworld: 0.3.2 Exactly the same problem, is there any progress?

Finally, I update the dependencies, everything goes right.

Flask
Flask_Cors
gradio
numpy==1.24.3
pyworld==0.3.3
scipy==1.10.1
SoundFile==0.12.1
torch==1.13.1
torchaudio==0.13.1
tqdm
scikit-maad
praat-parselmouth
onnx
onnxsim
onnxoptimizer
fairseq==0.12.2
librosa==0.9.1